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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Ring of Health | 11 | 13.58% | 100.0 | 90.91% | +36.62% | +9.09% | -24.24% | -3.62% | 32:04 | 14:08 | 28:45 | 32:23 | 37:58 | 47:08 | 09:13 | 06:49 |
 | Blink Dagger | 62 | 76.54% | 97.4 | 69.35% | +43.03% | +18.15% | -2.68% | -3.82% | 22:35 | 14:57 | 19:34 | 21:50 | 25:01 | 41:59 | 05:27 | 04:02 |
 | Void Stone | 9 | 11.11% | 94.7 | 88.89% | +33.33% | +11.11% | -38.89% | -8.11% | 33:54 | 24:13 | 28:45 | 33:16 | 34:55 | 47:08 | 06:10 | 04:34 |
 | Aghanim's Shard | 17 | 20.99% | 92.1 | 76.47% | +21.78% | +23.53% | -26.47% | -5.28% | 31:21 | 22:22 | 25:01 | 28:46 | 34:29 | 50:12 | 09:28 | 07:00 |
 | Magic Stick | 79 | 97.53% | 89.5 | 60.76% | +60.76% | +4.24% | -10.76% | -3.60% | 04:36 | -01:30 | 02:04 | 03:21 | 06:14 | 30:21 | 04:10 | 03:05 |
 | Boots of Speed | 81 | 100.00% | 86.8 | 59.26% | +59.26% | +0.74% | -4.26% | -2.42% | 00:33 | -01:29 | -01:29 | -01:29 | 03:33 | 09:02 | 05:02 | 03:43 |
 | Wind Lace | 75 | 92.59% | 84.2 | 58.67% | -8.00% | +15.01% | -0.78% | -3.14% | 07:08 | -01:30 | 03:23 | 05:13 | 08:25 | 44:30 | 05:02 | 03:43 |
 | Tranquil Boots | 62 | 76.54% | 81.6 | 59.68% | +1.79% | +2.82% | -13.01% | -5.83% | 07:08 | 02:32 | 05:09 | 06:11 | 07:52 | 19:33 | 02:43 | 02:00 |
 | Magic Wand | 52 | 64.20% | 78.9 | 57.69% | -4.38% | -11.54% | -3.84% | 1.80% | 12:56 | 03:34 | 09:24 | 10:32 | 13:41 | 37:14 | 04:17 | 03:10 |
 | Phase Boots | 14 | 17.28% | 76.3 | 71.43% | +14.71% | +3.57% | -38.10% | -25.25% | 10:08 | 07:19 | 09:14 | 09:30 | 10:53 | 15:34 | 01:39 | 01:13 |
 | Glimmer Cape | 4 | 4.94% | 73.7 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 29:52 | 24:06 | 24:06 | 29:24 | 30:02 | 35:57 | 05:56 | 04:23 |
 | Chainmail | 34 | 41.98% | 71.1 | 55.88% | -5.82% | +21.90% | -18.38% | -4.22% | 15:05 | 05:12 | 08:55 | 13:18 | 18:28 | 40:43 | 09:33 | 07:04 |
 | Fluffy Hat | 32 | 39.51% | 68.4 | 56.25% | -4.97% | +18.75% | +6.25% | -1.35% | 13:50 | 04:45 | 07:36 | 10:42 | 16:50 | 38:13 | 09:14 | 06:50 |
 | Solar Crest | 22 | 27.16% | 65.8 | 59.09% | -0.23% | +24.24% | -19.09% | -4.91% | 26:01 | 18:34 | 21:38 | 23:20 | 30:28 | 44:30 | 08:50 | 06:32 |
 | Crown | 22 | 27.16% | 63.2 | 59.09% | -0.23% | +7.58% | -19.09% | -3.23% | 22:44 | 14:10 | 17:08 | 21:31 | 25:23 | 44:30 | 08:15 | 06:06 |
 | Blight Stone | 33 | 40.74% | 60.5 | 54.55% | -7.95% | -4.55% | -29.55% | -3.05% | 15:32 | 03:43 | 09:35 | 13:08 | 17:47 | 40:46 | 08:12 | 06:04 |
 | Lotus Orb | 6 | 7.41% | 57.9 | 83.33% | +26.00% | +16.67% | -83.33% | 0.00% | 36:52 | 28:45 | 32:47 | 33:33 | 40:18 | 47:22 | 07:31 | 05:34 |
 | Bracer | 8 | 9.88% | 55.3 | 75.00% | +17.47% | -25.00% | -25.00% | 0.00% | 06:28 | -01:29 | 01:55 | 07:36 | 09:56 | 12:19 | 08:01 | 05:56 |
 | Medallion of Courage | 27 | 33.33% | 52.6 | 51.85% | -11.11% | +33.86% | -23.28% | -11.66% | 18:57 | 12:59 | 14:18 | 16:51 | 19:12 | 40:46 | 04:54 | 03:37 |
 | Black King Bar | 3 | 3.70% | 50.0 | 100.00% | +42.31% | 0.00% | 0.00% | 0.00% | 35:22 | 32:08 | 32:08 | 32:40 | 41:18 | 41:18 | 09:10 | 06:47 |
 | Force Staff | 7 | 8.64% | 47.4 | 71.43% | +13.32% | -21.43% | +28.57% | 0.00% | 32:14 | 27:47 | 28:04 | 30:23 | 30:35 | 40:17 | 02:31 | 01:51 |
 | Drum of Endurance | 5 | 6.17% | 44.7 | 80.00% | +22.11% | +20.00% | -80.00% | 0.00% | 20:55 | 13:07 | 13:07 | 18:48 | 26:42 | 27:58 | 13:35 | 10:03 |
 | Ghost Scepter | 5 | 6.17% | 42.1 | 80.00% | +22.11% | +20.00% | -80.00% | 0.00% | 39:35 | 28:30 | 28:30 | 37:46 | 41:38 | 60:45 | 13:08 | 09:43 |
 | Falcon Blade | 10 | 12.35% | 39.5 | 60.00% | +0.85% | +6.67% | -10.00% | -4.22% | 13:05 | 08:40 | 11:22 | 12:15 | 15:19 | 17:34 | 03:57 | 02:55 |
 | Quelling Blade | 4 | 4.94% | 36.8 | 75.00% | +16.56% | +25.00% | -75.00% | 0.00% | 01:27 | -01:29 | -01:29 | -01:29 | 03:53 | 04:52 | 05:22 | 03:58 |
 | Ring of Protection | 4 | 4.94% | 34.2 | 75.00% | +16.56% | -75.00% | +25.00% | 0.00% | 14:46 | -01:29 | -01:29 | 12:56 | 19:43 | 27:52 | 21:12 | 15:42 |
 | Hood of Defiance | 2 | 2.47% | 31.6 | 100.00% | +41.77% | 0.00% | 0.00% | 0.00% | 16:29 | 14:20 | 14:20 | 18:37 | 18:37 | 18:37 | 04:17 | 03:10 |
 | Ring of Basilius | 2 | 2.47% | 28.9 | 100.00% | +41.77% | 0.00% | 0.00% | 0.00% | 25:26 | 19:43 | 19:43 | 31:09 | 31:09 | 31:09 | 11:26 | 08:28 |
 | Buckler | 2 | 2.47% | 26.3 | 100.00% | +41.77% | 0.00% | 0.00% | 0.00% | 23:48 | 19:43 | 19:43 | 27:52 | 27:52 | 27:52 | 08:09 | 06:02 |
 | Orb of Venom | 18 | 22.22% | 23.7 | 38.89% | -26.19% | +1.11% | -13.89% | -8.18% | 01:32 | -01:29 | -01:29 | -01:28 | 03:19 | 13:07 | 04:48 | 03:33 |
 | Orb of Corrosion | 8 | 9.88% | 21.1 | 50.00% | -10.27% | 0.00% | 0.00% | 0.00% | 10:25 | 05:23 | 06:49 | 10:11 | 11:24 | 16:08 | 04:35 | 03:23 |
 | Spirit Vessel | 1 | 1.23% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.23% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:30 | 21:30 | 21:30 | 21:30 | 21:30 | 21:30 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.23% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.23% | 10.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:57 | 22:57 | 22:57 | 22:57 | 22:57 | 22:57 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.23% | 7.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 2.47% | 5.3 | 50.00% | -9.49% | -50.00% | 0.00% | 0.00% | 44:32 | 35:48 | 35:48 | 53:16 | 53:16 | 53:16 | 17:28 | 12:56 |
 | Urn of Shadows | 2 | 2.47% | 2.6 | 50.00% | -9.49% | -50.00% | 0.00% | 0.00% | 11:34 | 09:35 | 09:35 | 13:33 | 13:33 | 13:33 | 03:58 | 02:56 |